Hybrid knowledge extraction framework using modified adaptive genetic algorithm and BPNN

• Main Authors: Ou, Yun, Ye, Shao-Qiang, Ding, Lei, Zhou, Kai-Qing, Mohd. Zain, Azlan
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2022
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/104413/1/AzlanMohdZain2022_HybridKnowledgeExtractionFramework.pdf; http://eprints.utm.my/104413/; http://dx.doi.org/10.1109/ACCESS.2022.3188689

Fault diagnosis based on the expert system (ES) is still a research topic of manufacturing in Industry 4.0 because of the stronger interpretability. As the core component of the ES, fault diagnosis accuracy is positively correlated to the precision of the knowledge base. But it is difficult for user...